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Filtering by: Keyword Educational data mining Remove constraint Keyword: Educational data mining Collections PhD Dissertations Remove constraint Collections: PhD Dissertations

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Theory and Practice: Improving Retention Performance through Student Modeling and System Building

Keyword:

Intelligent Tutoring System, Deep Learning, student modeling, Performance factors analysis, Knowledge tracing, Knowledge retention, Robust learning, Recurrent neural networks, Educational data mining, and Spacing effect

Creator:

Xiong, Xiaolu

Advisor:

Beck, Joseph E.

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-04-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Student Modeling within a Computer Tutor for Mathematics: Using Bayesian Networks and Tabling Methods

Keyword:

Educational data mining, Bayesian networks, and student modeling

Creator:

Wang, Yutao

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2015-09-15

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Real-time Assessment, Prediction, and Scaffolding of Middle School Students’ Data Collection Skills within Physical Science Simulations

Keyword:

J48 Decision Trees, Behavior Detection, Skill Prediction, Science Education, Science Microworlds, Exploratory Learning Environment, Inquiry Learning Environment, Inquiry Assessment, Formative Assessment, Construct Validity, User modeling, Science Inquiry, Bayesian Knowledge Tracing, Validation, Designing and Conducting Experiments, Open-Ended Learning Environment, Computer-Based Assessment, Science Assessment, Educational data mining, Text Replay Tagging, Science Simulations, Performance Assessment, and Generalizability

Creator:

Sao Pedro, Michael A.

Advisor:

Gobert, Janice

Publisher:

Worcester Polytechnic Institute

Date Created:

2013-04-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Social Science & Policy Studies
Predictive Models of Student Learning

Keyword:

Machine Learning, Bayesian networks, psychometrics, Knowledge tracing, Intelligent tutoring systems, item response theory, predictive models, Educational data mining, educational measurement, and student modeling

Creator:

Pardos, Zachary Alexander

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2012-04-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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PhD Dissertations[remove]4

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Current results range from 2012 to 2017

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Creator

Pardos, Zachary Alexander1
Sao Pedro, Michael A.1
Wang, Yutao1
Xiong, Xiaolu1

Advisor

Beck, Joseph E.1
Gobert, Janice1
Heffernan, Neil2

Contributor

Arroyo, Ivon1
Baker, Ryan S.3
Beck, Joseph E.1
Gobert, Janice1
Heffernan, Neil3
more Contributors »

Unit (Department)

Computer Science3
Social Science & Policy Studies1

Publisher

Worcester Polytechnic Institute4

Resource type

Dissertation4

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